SSL-Papers

Curated list of Self-supervised learning papers for Electroencephalography

Name		Name	Last commit message	Last commit date
cross-modal ss		cross-modal ss
major conference		major conference
more papers		more papers
.gitignore		.gitignore
BENDR Using Transformers and a Contrastive Self-Supervised Learning Task to Learn From Massive Amounts of EEG Data.pdf		BENDR Using Transformers and a Contrastive Self-Supervised Learning Task to Learn From Massive Amounts of EEG Data.pdf
Contra World Representation -- University of Illionis.pdf		Contra World Representation -- University of Illionis.pdf
Data Augmentation for self-supervised approaches.pdf		Data Augmentation for self-supervised approaches.pdf
README.md		README.md
SELF-SUPERVISED LEARNING FOR SLEEP STAGE CLASSIFICATION WITH.pdf		SELF-SUPERVISED LEARNING FOR SLEEP STAGE CLASSIFICATION WITH.pdf
Self-supervised Contrastive Learning for EEG-based.pdf		Self-supervised Contrastive Learning for EEG-based.pdf
Sleep Staging disorders.pdf		Sleep Staging disorders.pdf
Sleep staging -- domain adaptation.pdf		Sleep staging -- domain adaptation.pdf
SleepPriorCL.pdf		SleepPriorCL.pdf
Time-Series Representation Learning via Temporal and Contextual Contrasting -- NTU.pdf		Time-Series Representation Learning via Temporal and Contextual Contrasting -- NTU.pdf
Uncovering the structure of clinical EEG signals -- inria.pdf		Uncovering the structure of clinical EEG signals -- inria.pdf
self-supervised learning using noise classification tasks -- INRIA.pdf		self-supervised learning using noise classification tasks -- INRIA.pdf
seqCLR -- MIT.pdf		seqCLR -- MIT.pdf
wearable ECG devices.pdf		wearable ECG devices.pdf

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